Enes Temel

Enes Temel

Stajyer

Followers of Enes Temel1000 followers
location of Enes TemelIstanbul, Türkiye

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  • Timeline

  • About me

    Research Scientist @ MedixVision, Data Scientist, Data Science Instructor

  • Education

    • Gazi Üniversitesi

      2019 - 2023
      Bachelor's degree Industrial Engineering
  • Experience

    • EMAS Electric TR

      Jul 2021 - Aug 2021
      Stajyer

      I witnessed the entire production network of a product, from its manufacturing in the factory to its sale. This included observing plastic injection machines, the mold shop, the press shop, and then the processes of production planning and supply chain management.

    • Muzlu Bilişim A.Ş

      Jun 2022 - Aug 2022
      Data Science Intern

      At Muzlu Bilişim, I supported the development of a superapp called Omuz, which is a startup project. I learned how data extraction is performed through web crawlers. Additionally, I conducted research and studies on how the customer data generated in this new super-app could be transformed into a recommender system using machine learning.

    • Kaggle

      Dec 2022 - now
      • Contributor

        Dec 2023 - now
      • Novice

        Dec 2022 - now
    • KPMG Türkiye

      May 2023 - May 2024
      Jr. Data Scientist

      • Developed a large language model application using RAG technique for enhanced data analysis and insightgeneration. Also led data science projects at KPMG, focusing on LLMs, Stable Diffusion, anomaly detection,sales forecasting, and data governance for major Turkish companies.

    • Türkiye İş Bankası

      May 2024 - Sept 2024
      Data Scientist

      As a data scientist i did followings:• Developed, deployed, and maintained predictive machine learning models and pipelines using Python, Azure DevOps, Docker, and Amazon S3, enhancing the identification of customers likely to default on credit card payments and streamlining the process of initiating legal proceedings.• Collaborated with data engineers, gaining experience with shell scripting and command-line operations on big data platforms to ensure efficient data handling and processing within the machine learning workflows.• Had access to advanced cloud computing resources, including A100 and H100 machines, to support the development and deployment of machine learning models. Show less

    • Boo Academy

      May 2024 - Sept 2024
      Lead Instructor

      As a data science lead instructor i did followings:• Specialized in comprehensive Data Science, Deep Learning, Statistics, and SQL training, teaching foundationaland advanced machine learning models. Focused on equipping students with practical skills through hands-onlearning and industry-relevant projects.

    • MedixVision

      Aug 2024 - now
      Research Scientist

      Engaged in cutting-edge research focused on the application of advanced AI and deep learning techniques.

  • Licenses & Certifications

    • Fastai Practical Deep Learning

      FASTAI
    • CS231N

      Stanford University
      May 2024
    • Python for Data Science and Machine Learning

      Udemy
      Aug 2021
      View certificate certificate
    • Microsoft Azure OpenAI Bootcamp

      Microsoft
      Jun 2023
    • Microsoft Excel Advanced : The Data Analysis Tools You Need

      Udemy
      Aug 2020
      View certificate certificate
    • SQL for Data Science

      JOMA Tech
      Jun 2021
    • Tableau For Data Science

      Udemy
      Jun 2021
      View certificate certificate
  • Honors & Awards

    • Awarded to Enes Temel
      "Top 10 Finish in Turkey Is Bank Machine Learning Challenge #5" Türkiye İş Bankası Oct 2023 Over an intense 18-day datathon, I engineered a sophisticated AI model leveraging mobile application usage data. The model's core function was to intelligently predict and suggest the top three out of nine menu options for individual users, substantially enhancing the personalization of user experience. My innovative approach to developing a recommendation system was instrumental in addressing the unique needs of each user, marking a significant step forward in customized user interface design.
    • Awarded to Enes Temel
      4th Place in Invent-Analytics Algorun’23 Data Hackathon – Retail Analytics: - Aug 2023 Competed in a 24-hournationwide hackathon, coding continuously without sleep, and secured 4th place by analyzing real-world market datato deliver actionable insights.
    • Awarded to Enes Temel
      "1st Place Winner in the DxA Olympics – Advanced Analytics Challenge" KPMG May 2023 Achieved 1st place in the DxA 2023 Case Study at KPMG, leading the analytics project for the market introduction of global coffee shop franchises in Turkey. Pioneered the use of Foursquare API to scrape neighborhood data and integrate it with AI models, enhancing the decision-making process for optimal location selection based on socio-economic and cultural data. My analytical approach and innovative use of technology were pivotal in forecasting sales and revenue, contributing to the strategic… Show more Achieved 1st place in the DxA 2023 Case Study at KPMG, leading the analytics project for the market introduction of global coffee shop franchises in Turkey. Pioneered the use of Foursquare API to scrape neighborhood data and integrate it with AI models, enhancing the decision-making process for optimal location selection based on socio-economic and cultural data. My analytical approach and innovative use of technology were pivotal in forecasting sales and revenue, contributing to the strategic plan that secured the highest ROI. Show less